On improved passivity criteria of uncertain neural networks with time-varying delays |
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Authors: | O?M?Kwon S?M?Lee Email author" target="_blank">J?H?ParkEmail author |
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Institution: | 1.School of Electrical Engineering,Chungbuk National University,Cheongju,Republic of Korea;2.Department of Electronic Engineering,Daegu University,Gyungsan,Republic of Korea;3.Department of Electrical Engineering,Yeungnam University,Kyongsan,Republic of Korea |
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Abstract: | In this paper, the problem of passivity analysis for uncertain neural networks with time-varying delays is considered. By
constructing an augmented Lyapunov–Krasovskii’s functional and some novel analysis techniques, improved delay-dependent criteria
for checking the passivity of the neural networks are established. The proposed criteria are represented in terms of LMIs
(linear matrix inequalities) which can be easily solved by various convex optimization algorithms. Two numerical examples
are included to show the superiority of our results. |
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Keywords: | |
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